Changelog

Updates & Release Notes

Track the latest improvements, model updates, and data pipeline changes to the Wildfire Detection Dashboard.

v0.3.0March 2026

Frontend Dashboard Launch

releaseinfra
  • ·Initial public release of the Wildfire Detection frontend dashboard.
  • ·Interactive H3 hexagonal grid map powered by Deck.gl and MapLibre GL, showing real-time anomaly scores across Indonesia.
  • ·Cell detail panel with time-series charts (Recharts), alert severity indicators, and raw feature breakdown.
  • ·Alert sidebar listing the top anomalous hotspots, sortable by score and recency.
  • ·Pipeline status page showing ingestion, scoring, and delivery stages.
  • ·Stats overview page with national-level aggregation charts.
v0.2.0February 2026

Isolation Forest Model Upgrade

modeldata
  • ·Upgraded the anomaly detection model to Isolation Forest with H3 resolution 5 spatial indexing.
  • ·Added FIRMS VIIRS satellite data ingestion pipeline from NASA LAADS DAAC.
  • ·Improved false-positive rate by incorporating vegetation index (NDVI) and land-cover features.
  • ·Model now scores each H3 cell independently, enabling sub-regional anomaly tracking.
v0.1.0January 2026

Data Pipeline & Backend API

infradata
  • ·Established the core backend API (FastAPI) serving hotspot data and anomaly scores.
  • ·Integrated NASA FIRMS (Fire Information for Resource Management System) as the primary data source.
  • ·Set up automated hourly ingestion of MODIS and VIIRS active fire data.
  • ·Deployed initial H3-based spatial aggregation logic covering all Indonesian provinces.
NASA logo

Powered by NASA Earth Observation Data

Fire hotspot data sourced from NASA FIRMS (Fire Information for Resource Management System) via MODIS and VIIRS satellite instruments.